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        Module&nbsp;accuracy_indicator
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<h1 class="epydoc">Source Code for <a href="src.processing.accuracy_indicator-module.html">Module src.processing.accuracy_indicator</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno"> 1</tt>  <tt class="py-line"><tt class="py-docstring">'''</tt> </tt>
<a name="L2"></a><tt class="py-lineno"> 2</tt>  <tt class="py-line"><tt class="py-docstring">Created on Aug 13, 2012</tt> </tt>
<a name="L3"></a><tt class="py-lineno"> 3</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L4"></a><tt class="py-lineno"> 4</tt>  <tt class="py-line"><tt class="py-docstring">@author: petrina</tt> </tt>
<a name="L5"></a><tt class="py-lineno"> 5</tt>  <tt class="py-line"><tt class="py-docstring">'''</tt> </tt>
<a name="L6"></a><tt class="py-lineno"> 6</tt>  <tt class="py-line"> </tt>
<a name="L7"></a><tt class="py-lineno"> 7</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt id="link-0" class="py-name" targets="Module src.processing.link_indicator=src.processing.link_indicator-module.html"><a title="src.processing.link_indicator" class="py-name" href="#" onclick="return doclink('link-0', 'link_indicator', 'link-0');">link_indicator</a></tt> <tt class="py-keyword">import</tt> <tt class="py-op">*</tt> </tt>
<a name="L8"></a><tt class="py-lineno"> 8</tt>  <tt class="py-line"> </tt>
<a name="L9"></a><tt class="py-lineno"> 9</tt>  <tt class="py-line"> </tt>
<a name="Accuracy_indicator"></a><div id="Accuracy_indicator-def"><a name="L10"></a><tt class="py-lineno">10</tt> <a class="py-toggle" href="#" id="Accuracy_indicator-toggle" onclick="return toggle('Accuracy_indicator');">-</a><tt class="py-line"><tt class="py-keyword">class</tt> <a class="py-def-name" href="src.processing.accuracy_indicator.Accuracy_indicator-class.html">Accuracy_indicator</a><tt class="py-op">(</tt><tt class="py-base-class">Link_indicator</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Accuracy_indicator-collapsed" style="display:none;" pad="++" indent="++++"></div><div id="Accuracy_indicator-expanded"><a name="L11"></a><tt class="py-lineno">11</tt>  <tt class="py-line">    <tt class="py-docstring">'''</tt> </tt>
<a name="L12"></a><tt class="py-lineno">12</tt>  <tt class="py-line"><tt class="py-docstring">    This class is abstract and acts as base-class for all accuracy indicators such as mean error or correlation coefficient.</tt> </tt>
<a name="L13"></a><tt class="py-lineno">13</tt>  <tt class="py-line"><tt class="py-docstring">    '''</tt> </tt>
<a name="L14"></a><tt class="py-lineno">14</tt>  <tt class="py-line"> </tt>
<a name="L15"></a><tt class="py-lineno">15</tt>  <tt class="py-line"> </tt>
<a name="Accuracy_indicator.__init__"></a><div id="Accuracy_indicator.__init__-def"><a name="L16"></a><tt class="py-lineno">16</tt> <a class="py-toggle" href="#" id="Accuracy_indicator.__init__-toggle" onclick="return toggle('Accuracy_indicator.__init__');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="src.processing.accuracy_indicator.Accuracy_indicator-class.html#__init__">__init__</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">data</tt><tt class="py-op">,</tt> <tt class="py-param">ref_data</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Accuracy_indicator.__init__-collapsed" style="display:none;" pad="++" indent="++++++++"></div><div id="Accuracy_indicator.__init__-expanded"><a name="L17"></a><tt class="py-lineno">17</tt>  <tt class="py-line">        <tt class="py-docstring">'''</tt> </tt>
<a name="L18"></a><tt class="py-lineno">18</tt>  <tt class="py-line"><tt class="py-docstring">        @param data: record-list-object containing sorted data for one link </tt> </tt>
<a name="L19"></a><tt class="py-lineno">19</tt>  <tt class="py-line"><tt class="py-docstring">        @param ref_data: record-list-object containing reference-data</tt> </tt>
<a name="L20"></a><tt class="py-lineno">20</tt>  <tt class="py-line"><tt class="py-docstring">        '''</tt> </tt>
<a name="L21"></a><tt class="py-lineno">21</tt>  <tt class="py-line">         </tt>
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src.configuration.default_config.Default_config.__init__
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src.processing.mean_error.Mean_error.__init__
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src.processing.variation_speeds.Variation_speeds.__init__
src.processing.variation_tt.Variation_tt.__init__" class="py-name" href="#" onclick="return doclink('link-2', '__init__', 'link-2');">__init__</a></tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">,</tt> <tt id="link-3" class="py-name" targets="Variable src.processing.link_indicator.Link_indicator.data=src.processing.link_indicator.Link_indicator-class.html#data"><a title="src.processing.link_indicator.Link_indicator.data" class="py-name" href="#" onclick="return doclink('link-3', 'data', 'link-3');">data</a></tt><tt class="py-op">)</tt>  </tt>
<a name="L23"></a><tt class="py-lineno">23</tt>  <tt class="py-line">        <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_ref_data</tt> <tt class="py-op">=</tt> <tt class="py-name">ref_data</tt> </tt>
<a name="L24"></a><tt class="py-lineno">24</tt>  <tt class="py-line">         </tt>
<a name="L25"></a><tt class="py-lineno">25</tt>  <tt class="py-line">        <tt class="py-name">logging</tt><tt class="py-op">.</tt><tt class="py-name">debug</tt><tt class="py-op">(</tt><tt class="py-string">"Accuracy_indicator: created Accuracy_indicator"</tt><tt class="py-op">)</tt> </tt>
</div><a name="L26"></a><tt class="py-lineno">26</tt>  <tt class="py-line"> </tt>
<a name="L27"></a><tt class="py-lineno">27</tt>  <tt class="py-line">         </tt>
<a name="L28"></a><tt class="py-lineno">28</tt>  <tt class="py-line">    <tt class="py-comment">#----------------------private methods of the class------------------------</tt> </tt>
<a name="L29"></a><tt class="py-lineno">29</tt>  <tt class="py-line">     </tt>
<a name="Accuracy_indicator._get_day_list"></a><div id="Accuracy_indicator._get_day_list-def"><a name="L30"></a><tt class="py-lineno">30</tt> <a class="py-toggle" href="#" id="Accuracy_indicator._get_day_list-toggle" onclick="return toggle('Accuracy_indicator._get_day_list');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="src.processing.accuracy_indicator.Accuracy_indicator-class.html#_get_day_list">_get_day_list</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">int_data</tt><tt class="py-op">,</tt> <tt class="py-param">starttime</tt><tt class="py-op">,</tt> <tt class="py-param">endtime</tt><tt class="py-op">,</tt> <tt class="py-param">attribute</tt> <tt class="py-op">=</tt> <tt class="py-string">'speed'</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Accuracy_indicator._get_day_list-collapsed" style="display:none;" pad="++" indent="++++++++"></div><div id="Accuracy_indicator._get_day_list-expanded"><a name="L31"></a><tt class="py-lineno">31</tt>  <tt class="py-line">        <tt class="py-docstring">'''</tt> </tt>
<a name="L32"></a><tt class="py-lineno">32</tt>  <tt class="py-line"><tt class="py-docstring">        builds a list of data from the given interval-list and attribute between the star- and endtime.</tt> </tt>
<a name="L33"></a><tt class="py-lineno">33</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L34"></a><tt class="py-lineno">34</tt>  <tt class="py-line"><tt class="py-docstring">        If a day has no data, the value will be set None. Therefore several</tt> </tt>
<a name="L35"></a><tt class="py-lineno">35</tt>  <tt class="py-line"><tt class="py-docstring">        lists can be compared, so that the same days are compared.</tt> </tt>
<a name="L36"></a><tt class="py-lineno">36</tt>  <tt class="py-line"><tt class="py-docstring">        Otherwise lists of reference data and regular data might be of different lengthes</tt> </tt>
<a name="L37"></a><tt class="py-lineno">37</tt>  <tt class="py-line"><tt class="py-docstring">        (because of missing value) and useless for comparing them by index.</tt> </tt>
<a name="L38"></a><tt class="py-lineno">38</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L39"></a><tt class="py-lineno">39</tt>  <tt class="py-line"><tt class="py-docstring">        @param int_data: Interval-list, containing data of one time interval</tt> </tt>
<a name="L40"></a><tt class="py-lineno">40</tt>  <tt class="py-line"><tt class="py-docstring">        @param starttime: earlies date (date-object)</tt> </tt>
<a name="L41"></a><tt class="py-lineno">41</tt>  <tt class="py-line"><tt class="py-docstring">        @param endtime: most recent date (date-object)</tt> </tt>
<a name="L42"></a><tt class="py-lineno">42</tt>  <tt class="py-line"><tt class="py-docstring">        @param attribute: attribute of the Agg_record, which is added to the list</tt> </tt>
<a name="L43"></a><tt class="py-lineno">43</tt>  <tt class="py-line"><tt class="py-docstring">        @return: list of the attribute values for every day in that time interval/Interval_list</tt> </tt>
<a name="L44"></a><tt class="py-lineno">44</tt>  <tt class="py-line"><tt class="py-docstring">        '''</tt> </tt>
<a name="L45"></a><tt class="py-lineno">45</tt>  <tt class="py-line">         </tt>
<a name="L46"></a><tt class="py-lineno">46</tt>  <tt class="py-line">        <tt class="py-comment"># fill the data into this (usually it contains numeric values, no complex objects)</tt> </tt>
<a name="L47"></a><tt class="py-lineno">47</tt>  <tt class="py-line">        <tt class="py-name">new_data</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L48"></a><tt class="py-lineno">48</tt>  <tt class="py-line">         </tt>
<a name="L49"></a><tt class="py-lineno">49</tt>  <tt class="py-line">        <tt class="py-name">date</tt> <tt class="py-op">=</tt> <tt class="py-name">starttime</tt> </tt>
<a name="L50"></a><tt class="py-lineno">50</tt>  <tt class="py-line">        <tt class="py-comment"># for every day</tt> </tt>
<a name="L51"></a><tt class="py-lineno">51</tt>  <tt class="py-line">        <tt class="py-keyword">while</tt> <tt class="py-name">date</tt> <tt class="py-op">&lt;=</tt> <tt id="link-4" class="py-name" targets="Variable src.configuration.default_config.Default_config.endtime=src.configuration.default_config.Default_config-class.html#endtime,Variable src.datastructure.interval_list.Interval_list.endtime=src.datastructure.interval_list.Interval_list-class.html#endtime,Variable src.datastructure.record_list.Record_list.endtime=src.datastructure.record_list.Record_list-class.html#endtime,Variable src.input.import_agg_FLEET.Import_agg_FLEET.endtime=src.input.import_agg_FLEET.Import_agg_FLEET-class.html#endtime"><a title="src.configuration.default_config.Default_config.endtime
src.datastructure.interval_list.Interval_list.endtime
src.datastructure.record_list.Record_list.endtime
src.input.import_agg_FLEET.Import_agg_FLEET.endtime" class="py-name" href="#" onclick="return doclink('link-4', 'endtime', 'link-4');">endtime</a></tt><tt class="py-op">:</tt>  </tt>
<a name="L52"></a><tt class="py-lineno">52</tt>  <tt class="py-line">            <tt class="py-comment"># get the value or append None (as place holder for the missing value)</tt> </tt>
<a name="L53"></a><tt class="py-lineno">53</tt>  <tt class="py-line">            <tt class="py-name">rec</tt> <tt class="py-op">=</tt> <tt class="py-name">int_data</tt><tt class="py-op">.</tt><tt id="link-5" class="py-name" targets="Method src.datastructure.interval_list.Interval_list.search_daydata()=src.datastructure.interval_list.Interval_list-class.html#search_daydata"><a title="src.datastructure.interval_list.Interval_list.search_daydata" class="py-name" href="#" onclick="return doclink('link-5', 'search_daydata', 'link-5');">search_daydata</a></tt><tt class="py-op">(</tt><tt class="py-name">date</tt><tt class="py-op">)</tt> </tt>
<a name="L54"></a><tt class="py-lineno">54</tt>  <tt class="py-line">            <tt id="link-6" class="py-name" targets="Variable src.datastructure.result.Result.value=src.datastructure.result.Result-class.html#value,Variable src.datastructure.result_value.Result_value.value=src.datastructure.result_value.Result_value-class.html#value"><a title="src.datastructure.result.Result.value
src.datastructure.result_value.Result_value.value" class="py-name" href="#" onclick="return doclink('link-6', 'value', 'link-6');">value</a></tt> <tt class="py-op">=</tt> <tt class="py-name">None</tt> <tt class="py-keyword">if</tt> <tt class="py-name">rec</tt> <tt class="py-keyword">is</tt> <tt class="py-name">None</tt> <tt class="py-keyword">else</tt> <tt class="py-name">getattr</tt><tt class="py-op">(</tt><tt class="py-name">rec</tt><tt class="py-op">,</tt> <tt class="py-name">attribute</tt><tt class="py-op">)</tt> </tt>
<a name="L55"></a><tt class="py-lineno">55</tt>  <tt class="py-line">            <tt class="py-name">new_data</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt id="link-7" class="py-name"><a title="src.datastructure.result.Result.value
src.datastructure.result_value.Result_value.value" class="py-name" href="#" onclick="return doclink('link-7', 'value', 'link-6');">value</a></tt><tt class="py-op">)</tt> </tt>
<a name="L56"></a><tt class="py-lineno">56</tt>  <tt class="py-line">             </tt>
<a name="L57"></a><tt class="py-lineno">57</tt>  <tt class="py-line">            <tt class="py-comment"># increase by one day</tt> </tt>
<a name="L58"></a><tt class="py-lineno">58</tt>  <tt class="py-line">            <tt class="py-name">date</tt> <tt class="py-op">+=</tt> <tt class="py-name">datetime</tt><tt class="py-op">.</tt><tt class="py-name">timedelta</tt><tt class="py-op">(</tt><tt class="py-name">days</tt><tt class="py-op">=</tt><tt class="py-number">1</tt><tt class="py-op">)</tt> </tt>
<a name="L59"></a><tt class="py-lineno">59</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">new_data</tt> </tt>
</div></div><a name="L60"></a><tt class="py-lineno">60</tt>  <tt class="py-line"> </tt><script type="text/javascript">
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